⚠ Switch to EXCALIDRAW VIEW in the MORE OPTIONS menu of this document. ⚠ You can decompress Drawing data with the command palette: ‘Decompress current Excalidraw file’. For more info check in plugin settings under ‘Saving’
Excalidraw Data
Text Elements
%%
Drawing
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"originalText": "Stage 1: TTA 预训练\n条件: text only\n大规模文本-音频对\n1M steps · DiT 骨干\n建立通用 TTA 能力", "autoResize": true, "lineHeight": 1.25
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"text": "Stage 2: 时间控制微调\n条件: text + timing\n条件随机切换防遗忘\n0.5M steps\n精确时间窗口控制", "fontSize": 13, "fontFamily": 5,
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"originalText": "Stage 2: 时间控制微调\n条件: text + timing\n条件随机切换防遗忘\n0.5M steps\n精确时间窗口控制", "autoResize": true, "lineHeight": 1.25
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"text": "Stage 3: 联合训练\n条件: text + timing + phoneme\n解冻 Flan-T5 联合优化\n0.5M steps · 三条件随机切换", "fontSize": 13, "fontFamily": 5,
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"text": "🎯 渐进引导采样（推理）", "fontSize": 16, "fontFamily": 5,
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"text": "Phase 2: 语音内容渲染\nt ∈ (88, 0]\n条件: text + timing + phoneme\nw_high = 9", "fontSize": 12, "fontFamily": 5,
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"text": "z_0 → x", "fontSize": 11, "fontFamily": 5,
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"text": "📊 核心结果（ACL 2026 Main）", "fontSize": 16, "fontFamily": 5,
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"text": "AudioCondition: Eb 55.58 (SOTA) / At 79.52 (SOTA) | AC-Filtered: WER 6.84 (SOTA) | AudioCaps: FAD 1.56 (持平 Stable Audio)\n10 类事件 8 类最优 · Speech 类 Eb 39→64 · 可控性不牺牲基础 TTA 质量", "fontSize": 13, "fontFamily": 5,
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